Investigating task-specific prompts and sparse autoencoders for activation monitoring

28 April 2025

Papers citing "Investigating task-specific prompts and sparse autoencoders for activation monitoring"

5 / 5 papers shown

Title
Detecting High-Stakes Interactions with Activation Probes Alex McKenzie Urja Pawar Phil Blandfort William Bankes David M. Krueger Ekdeep Singh Lubana Dmitrii Krasheninnikov 169 0 0 12 Jun 2025
Are Sparse Autoencoders Useful? A Case Study in Sparse Probing Subhash Kantamneni Joshua Engels Senthooran Rajamanoharan Max Tegmark Neel Nanda 152 17 0 23 Feb 2025
Sparse Autoencoder Features for Classifications and Transferability Jack Gallifant Shan Chen Kuleen Sasse Hugo J. W. L. Aerts Thomas Hartvigsen Danielle S. Bitterman 103 6 0 17 Feb 2025
Detecting Strategic Deception Using Linear Probes Nicholas Goldowsky-Dill Bilal Chughtai Stefan Heimersheim Marius Hobbhahn LLMSV 132 10 0 05 Feb 2025
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Hadas Orgad Michael Toker Zorik Gekhman Roi Reichart Idan Szpektor Hadas Kotek Yonatan Belinkov HILM AIFin 134 45 0 03 Oct 2024